An Active Learning Based Prediction of Epidural Stimulation Outcome in Spinal Cord Injury Patients Using Dynamic Sample Weighting. - Mohammad Kachuee; Lisa D. Moore; Tali Homsey; Hamidreza Ghasemi Damavandi; Babak Moatamed; Anahita Hosseini; Ruyi Huang; James Leiter; Daniel C. Lu; Majid Sarrafzadeh (ICHI, 2017)

An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier. - Ruyi Huang; Weihua Li 004; Lingli Cui (I2MTC, 2019)

Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis. - Ruyi Huang; Yixiao Liao; Shaohui Zhang; Weihua Li 004 (IEEE Access, 2019)

A Transferable Capsule Network for Decoupling Compound Fault of Machinery. - Ruyi Huang; Zhen Wang; Jipu Li; Junbin Chen; Weihua Li 004 (I2MTC, 2020)

A Robust Weight-Shared Capsule Network for Intelligent Machinery Fault Diagnosis. - Ruyi Huang; Jipu Li; Shuhua Wang; Guanghui Li; Weihua Li 004 (IEEE Trans. Ind. Informatics, 2020)

Deep Ensemble Capsule Network for Intelligent Compound Fault Diagnosis Using Multisensory Data. - Ruyi Huang; Jipu Li; Weihua Li 004; Lingli Cui (IEEE Trans. Instrum. Meas., 2020)

Deep Semisupervised Domain Generalization Network for Rotary Machinery Fault Diagnosis Under Variable Speed. - Yixiao Liao; Ruyi Huang; Jipu Li; Zhuyun Chen 001; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2020)

A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing. - Jipu Li; Ruyi Huang; Jingyan Xia; Zhuyun Chen 001; Weihua Li 004 (I2MTC, 2021)

Multiscale Convolutional Neural Network With Feature Alignment for Bearing Fault Diagnosis. - Junbin Chen; Ruyi Huang; Kun Zhao 009; Wei Wang 303; Longcan Liu; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2021)

Deep Adversarial Capsule Network for Compound Fault Diagnosis of Machinery Toward Multidomain Generalization Task. - Ruyi Huang; Jipu Li; Yixiao Liao; Junbin Chen; Zhen Wang; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2021)

Federated Transfer Learning for Bearing Fault Diagnosis With Discrepancy-Based Weighted Federated Averaging. - Junbin Chen; Jipu Li; Ruyi Huang; Ke Yue; Zhuyun Chen 001; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2022)

Deep Self-Supervised Domain Adaptation Network for Fault Diagnosis of Rotating Machine With Unlabeled Data. - Jipu Li; Ruyi Huang; Junbin Chen; Jingyan Xia; Zhuyun Chen 001; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2022)

Gradient-Based Interpretable Graph Convolutional Network for Bearing Fault Diagnosis. - Kairu Wen; Ruyi Huang; Dongpeng Li; Zhuyun Chen 001; Weihua Li 004 (I2MTC, 2023)

Resource-Efficient Network for Intelligent Fault Diagnosis Using Tree-Structured Parzen Estimator. - Jingkang Liang; Zhuyun Chen 001; Junbin Chen; Jipu Li; Ruyi Huang; Weihua Li 004 (ICSRS, 2023)

V2X-Based Cooperative Positioning for Connected Vehicles in GNSS- Denied Environments. - Shaowu Zheng; Chong Xie; Ruyi Huang; Shanhu Yu; Ming Ye; Weihua Li 004 (ITSC, 2023)

A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis. - Weihua Li 004; Jingke He; Huibin Lin; Ruyi Huang; Guolin He; Zhuyun Chen 001 (IEEE Trans. Instrum. Meas., 2023)

WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking. - Weihua Li 004; Hao Lan; Junbin Chen; Ke Feng; Ruyi Huang (IEEE Trans. Instrum. Meas., 2023)

Multiscale Wavelet Prototypical Network for Cross-Component Few-Shot Intelligent Fault Diagnosis. - Ke Yue; Jipu Li; Junbin Chen; Ruyi Huang; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2023)

Multiple Source-Free Domain Adaptation Network Based on Knowledge Distillation for Machinery Fault Diagnosis. - Ke Yue; Jipu Li; Zhuyun Chen 001; Ruyi Huang; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2023)

Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. - Jipu Li; Ruyi Huang; Zhuyun Chen 001; Guolin He; Konstantinos C. Gryllias; Weihua Li 004 (Adv. Eng. Informatics, 2023)

A Multi-Source Weighted Deep Transfer Network for Open-Set Fault Diagnosis of Rotary Machinery. - Zhuyun Chen 001; Yixiao Liao; Jipu Li; Ruyi Huang; Lei Xu; Gang Jin; Weihua Li 004 (IEEE Trans. Cybern., 2023)

Aero-engine remaining useful life prediction method with self-adaptive multimodal data fusion and cluster-ensemble transfer regression. - Jiaxian Chen; Dongpeng Li; Ruyi Huang; Zhuyun Chen 001; Weihua Li 004 (Reliab. Eng. Syst. Saf., 2023)

Generalized open-set domain adaptation in mechanical fault diagnosis using multiple metric weighting learning network. - Zhuyun Chen 001; Jingyan Xia; Jipu Li; Junbin Chen; Ruyi Huang; Gang Jin; Weihua Li 004 (Adv. Eng. Informatics, 2023)

A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. - Jingyan Xia; Ruyi Huang; Zhuyun Chen 001; Guolin He; Weihua Li 004 (Reliab. Eng. Syst. Saf., 2023)

RP3D: A Roadside Perception Framework for 3D Object Detection via Multi-view Sensor Fusion. - Shaowu Zheng; Ruyi Huang; Yuan Ji; Ming Ye; Weihua Li 004 (ECCV Workshops (8), 2024)

VICooper: A Practical Vehicle-Infrastructure Cooperative Perception Framework for Autonomous Driving. - Shaowu Zheng; Ming Ye; Yuan Ji; Ruyi Huang; Weihua Li 004 (ECCV Workshops (8), 2024)

Multi-Scale Dilated Convolutional Auto-Encoder Network for Weak Feature Extraction and Health Condition Detection. - Jiaxian Chen; Dongpeng Li; Ruyi Huang; Zhuyun Chen 001; Weihua Li 004 (I2MTC, 2024)

An Interpretable Fault Diagnosis Framework based on Capsule Network with Statistical Features. - Hao Lan; Shuhan Deng; Ruyi Huang; Zhuyun Chen 001; Weihua Li 004 (I2MTC, 2024)

Enhancing Reliability Through Interpretability: A Comprehensive Survey of Interpretable Intelligent Fault Diagnosis in Rotating Machinery. - Gang Chen 024; Junlin Yuan; Yiyue Zhang; Hanyue Zhu; Ruyi Huang; Fengtao Wang; Weihua Li 004 (IEEE Access, 2024)

A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. - Jingyan Xia; Zhuyun Chen 001; Jiaxian Chen; Guolin He; Ruyi Huang; Weihua Li 004 (Eng. Appl. Artif. Intell., 2024)

A Time-Series Data-Driven Method for Milling Force Prediction of Robotic Machining. - Kai Wu; Yuan Lu; Ruyi Huang; Bernd Kuhlenkötter; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2024)

Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data. - Jingyan Xia; Ruyi Huang; Jipu Li; Zhuyun Chen 001; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2024)

Ring Array Scatter Feature Adaption Deep Transfer Imaging Method for Composite Plate Structure Health Monitoring Using Guided Waves. - Bin Zhang; Ruyi Huang; Zewen Luo; Liuwei Huang; Xiaobin Hong; Gang Jin (IEEE Trans. Instrum. Meas., 2024)

Knowledge Embedded Autoencoder Network for Harmonic Drive Fault Diagnosis Under Few-Shot Industrial Scenarios. - Jiaxian Chen; Kairu Wen; Jingyan Xia; Ruyi Huang; Zhuyun Chen 001; Weihua Li 004 (IEEE Internet Things J., 2024)

The graph model with preference-approval structures based on third-generation prospect theory and its application to the e-commerce platform conflict. - Nannan Wu; Ruyi Huang; Ming Situ; Dayong Wang (Appl. Soft Comput., 2025)

Contrastive Learning-Based Feature-Consistency Distillation Network for Weak Fault Diagnosis of Harmonic Drive. - Jiaxian Chen; Dongpeng Li; Ruyi Huang; Zhuyun Chen 001; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2025)

CRULP: Reliable RUL Estimation Inspired by Conformal Prediction. - Shiyuan Piao; Ruyi Huang; Fugee Tsung (IEEE Trans. Instrum. Meas., 2025)

A Multiscale Cross-Channel Attention Network for Remaining Useful Life Prediction With Variable Sensors. - Tianao Zhang; Li Jiang; Ruyi Huang; Xin Zhang (IEEE Trans. Instrum. Meas., 2025)

FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models. - Jiao Chen 001; Ruyi Huang; Zuohong Lv; Jianhua Tang; Weihua Li 004 (CoRR, 2025)

A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery. - Jiaxian Chen; Dongpeng Li; Ruyi Huang; Zhuyun Chen 001; Weihua Li 004 (J. Intell. Manuf., 2025)